Table 7 Comparison models with performance metrics with supporting statistical measures using LC25000.

From: Optimizing non small cell lung cancer detection with convolutional neural networks and differential augmentation

Dataset

CNN + DA

DenseNet

ResNet

EfficientNetB0

Precision

93.02

92.03

91.42

90.01

Recall

94.16

93.12

92.15

90.26

f1score

94.01

93.16

91.22

90.26

Accuracy

95.02

93.22

91.99

91.14

Roc

93.69

91.26

91.32

90.20

Error rate (%)

4.98

6.78

8.01

8.86

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